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adam-experiments

Experiments with Adam/AdamW/amsgrad

adamwr

Implements https://arxiv.org/abs/1711.05101 AdamW optimizer and cosine learning rate scheduler for PyTorch framework

advisor

Open-source implementation of Google Vizier for hyper parameters tuning

agglomerative-hierarchical-clustering

Implements the Agglomerative Hierarchical Clustering algorithm.

amc-compressed-models

[ECCV 2018] Compressed models from AMC: AutoML for Model Compression and Acceleration on Mobile Devices.

amc-release

[ECCV 2018] AMC: AutoML for Model Compression and Acceleration on Mobile Devices.

anakin

High performance Cross-platform Inference-engine, you could run Anakin on x86-cpu,arm, nv-gpu, amd-gpu,bitmain and cambricon devices.

androidlibsvm

The well-known libSVM on Android layered by Java Native Interface (JNI).

awesome-architecture-search

A curated list of awesome architecture search resources

basenet

Pytorch NN helpers

bayertorgb

Hight quility bayer interpolation and scaler in raw domain

bazel

Correct, reproducible, and fast builds for everyone.

bit-rnn

Quantize weights and activations in Recurrent Neural Networks.

butterworth-filter-design

C++ classes for designing high-order Butterworth IIR & equalization filters

caffe

This fork of BVLC/Caffe is dedicated to improving performance of this deep learning framework when running on CPU, in particular Intel® Xeon processors (HSW+) and Intel® Xeon Phi processors

caffe-for-android

caffe-python-tutorial

A Basic Tutorial to learning Caffe with Python, including two examples for classification and detection, and codes to train, test, prune and compress Net.

cdm-cnn

COLOR IMAGE DEMOSAICKING VIA DEEP RESIDUAL LEARNING

channel-pruning

Channel Pruning for Accelerating Very Deep Neural Networks

cifar-10-cnn

Play deep learning with CIFAR datasets

cifar-10-data-augmentation

Cifar-10 Dataset and Data Augmentation for TensorFlow and Keras in Python.

cifar-10_pytorch

Implement MobileNets architecture in PyTorch using the CIFAR 10 dataset

cifar10-fast

cifar10-img-classification-tensorflow

image classification with CIFAR10 dataset w/ Tensorflow

clueminer

interactive clustering platform

continuous-online-video-classification-blog

Code that accompanies a blog posts on continuous online video classification with TensorFlow, Inception and a Raspberry Pi

convnet-burden

Memory consumption and FLOP count estimates for convnets

cpp-pytorch

A bite of cpp api in PyTorch-1.0

cutout

2.56%, 15.20%, 1.30% on CIFAR10, CIFAR100, and SVHN https://arxiv.org/abs/1708.04552

cutout-random-erasing

Cutout / Random Erasing implementation, especially for ImageDataGenerator in Keras